SOTAVerified

Generalization Bounds

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 76–100 of 686 papers

TitleStatusHype
Misclassification excess risk bounds for PAC-Bayesian classification via convexified loss—0
Learning Decisions Offline from Censored Observations with ε-insensitive Operational Costs—0
Generalization bounds for regression and classification on adaptive covering input domains—0
Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Models—0
Generalization Bounds of Surrogate Policies for Combinatorial Optimization Problems—0
Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms—0
A Generalization Bound for Nearly-Linear Networks—0
When Invariant Representation Learning Meets Label Shift: Insufficiency and Theoretical Insights—0
Optimal deep learning of holomorphic operators between Banach spaces—0
Generalization bounds for mixing processes via delayed online-to-PAC conversions—0
A Manifold Perspective on the Statistical Generalization of Graph Neural Networks—0
Pretraining Decision Transformers with Reward Prediction for In-Context Multi-task Structured Bandit Learning—0
Slicing Mutual Information Generalization Bounds for Neural NetworksCode0
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical PerspectiveCode0
Unified PAC-Bayesian Study of Pessimism for Offline Policy Learning with Regularized Importance Sampling—0
On the Limitations of Fractal Dimension as a Measure of GeneralizationCode0
Generalization Bound and New Algorithm for Clean-Label Backdoor AttackCode0
Length independent generalization bounds for deep SSM architectures—0
A Margin-based Multiclass Generalization Bound via Geometric Complexity—0
Higher-Order Transformer Derivative Estimates for Explicit Pathwise Learning Guarantees—0
Score-based generative models are provably robust: an uncertainty quantification perspective—0
Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random—0
A rescaling-invariant Lipschitz bound based on path-metrics for modern ReLU network parameterizations—0
Adaptive Data Analysis for Growing Data—0
Generalization Bounds for Dependent Data using Online-to-Batch Conversion—0
Show:102550
← PrevPage 4 of 28Next →

No leaderboard results yet.